Overview

Dataset Statistics

Number of Variables 18
Number of Rows 4561
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 990.3 KB
Average Row Size in Memory 222.3 B
Variable Types
  • Categorical: 6
  • Numerical: 12

Dataset Insights

target money is skewed Skewed
raised money is skewed Skewed
sponsor_num is skewed Skewed
video_num is skewed Skewed
fb_like is skewed Skewed
comment_num is skewed Skewed
QA_num is skewed Skewed
set_num is skewed Skewed
set_price is skewed Skewed
time_expected is skewed Skewed
success has constant length 1 Constant Length
website has constant length 1 Constant Length
yt has constant length 1 Constant Length
fb has constant length 1 Constant Length
ig has constant length 1 Constant Length
time_expected has 76 (1.67%) negatives Negatives
video_num has 356 (7.81%) zeros Zeros
fb_like has 1349 (29.58%) zeros Zeros
comment_num has 1835 (40.23%) zeros Zeros
QA_num has 1451 (31.81%) zeros Zeros
  • 1
  • 2

Variables

category

categorical

Approximate Distinct Count 17
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Memory Size 420.1 KB
  • The largest value (設計) is over 1.83 times larger than the second largest value (科技)

Length

Mean 2.1557
Standard Deviation 0.5069
Median 2
Minimum 2
Maximum 4

Sample

1st row 遊戲
2nd row 設計
3rd row 時尚
4th row 教育
5th row 表演

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (設計, 科技) take over 50.0%
  • The largest value (設計) is over 1.83 times larger than the second largest value (科技)

success

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 294.0 KB
  • The largest value (1) is over 3.04 times larger than the second largest value (0)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 1
3rd row 1
4th row 1
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 4561
  • The top 2 categories (1, 0) take over 50.0%
  • The largest value (1) is over 3.04 times larger than the second largest value (0)
  • success has words of constant length

target money

numerical

Approximate Distinct Count 287
Approximate Unique (%) 6.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 222692.0441
Minimum 500
Maximum 1.8e+07
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • target money is skewed right (γ1 = 14.5117)

Quantile Statistics

Minimum 500
5-th Percentile 10000
Q1 50000
Median 100000
Q3 200000
95-th Percentile 600000
Maximum 1.8e+07
Range 1.8e+07
IQR 150000

Descriptive Statistics

Mean 222692.0441
Standard Deviation 644498.9819
Variance 4.1538e+11
Sum 1.0157e+09
Skewness 14.5117
Kurtosis 294.6992
Coefficient of Variation 2.8941
  • target money is not normally distributed (p-value 6.03784633721015e-25)
  • target money has 457 outliers

raised money

numerical

Approximate Distinct Count 4220
Approximate Unique (%) 92.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 1.2496e+06
Minimum 0
Maximum 2.1153e+08
Zeros 100
Zeros (%) 2.2%
Negatives 0
Negatives (%) 0.0%
  • raised money is skewed right (γ1 = 23.3497)

Quantile Statistics

Minimum 0
5-th Percentile 2347
Q1 38220
Median 182568
Q3 834740
95-th Percentile 5.7503e+06
Maximum 2.1153e+08
Range 2.1153e+08
IQR 796520

Descriptive Statistics

Mean 1.2496e+06
Standard Deviation 4.6464e+06
Variance 2.1589e+13
Sum 5.6994e+09
Skewness 23.3497
Kurtosis 943.4716
Coefficient of Variation 3.7183
  • raised money is not normally distributed (p-value 4.687348958698799e-25)
  • raised money has 601 outliers

duration

numerical

Approximate Distinct Count 1614
Approximate Unique (%) 35.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 51.3428
Minimum 0.04792
Maximum 152.9993
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • duration is skewed right (γ1 = 0.5866)

Quantile Statistics

Minimum 0.04792
5-th Percentile 25.1243
Q1 38.1243
Median 49.541
Q3 61.5618
95-th Percentile 87.166
Maximum 152.9993
Range 152.9514
IQR 23.4375

Descriptive Statistics

Mean 51.3428
Standard Deviation 18.7988
Variance 353.3953
Sum 234174.4076
Skewness 0.5866
Kurtosis 0.8807
Coefficient of Variation 0.3661
  • duration is not normally distributed (p-value 0.0003387613368719866)
  • duration has 99 outliers

sponsor_num

numerical

Approximate Distinct Count 1244
Approximate Unique (%) 27.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 507.2285
Minimum 0
Maximum 20984
Zeros 100
Zeros (%) 2.2%
Negatives 0
Negatives (%) 0.0%
  • sponsor_num is skewed right (γ1 = 6.2797)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 22
Median 91
Q3 381
95-th Percentile 2410
Maximum 20984
Range 20984
IQR 359

Descriptive Statistics

Mean 507.2285
Standard Deviation 1320.3649
Variance 1.7434e+06
Sum 2.3135e+06
Skewness 6.2797
Kurtosis 55.549
Coefficient of Variation 2.6031
  • sponsor_num is not normally distributed (p-value 1.0931231795889923e-24)
  • sponsor_num has 612 outliers

image_num

numerical

Approximate Distinct Count 120
Approximate Unique (%) 2.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 35.7737
Minimum 1
Maximum 169
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • image_num is skewed right (γ1 = 1.1756)

Quantile Statistics

Minimum 1
5-th Percentile 11
Q1 21
Median 32
Q3 47
95-th Percentile 72
Maximum 169
Range 168
IQR 26

Descriptive Statistics

Mean 35.7737
Standard Deviation 19.4696
Variance 379.0646
Sum 163164
Skewness 1.1756
Kurtosis 2.3797
Coefficient of Variation 0.5442
  • image_num is not normally distributed (p-value 0.0015301359399968828)
  • image_num has 82 outliers

video_num

numerical

Approximate Distinct Count 18
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 1.9465
Minimum 0
Maximum 20
Zeros 356
Zeros (%) 7.8%
Negatives 0
Negatives (%) 0.0%
  • video_num is skewed right (γ1 = 2.5592)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 1
Q3 2
95-th Percentile 6
Maximum 20
Range 20
IQR 1

Descriptive Statistics

Mean 1.9465
Standard Deviation 1.853
Variance 3.4335
Sum 8878
Skewness 2.5592
Kurtosis 9.7911
Coefficient of Variation 0.952
  • video_num is not normally distributed (p-value 1.390969717028395e-21)
  • video_num has 661 outliers

website

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 294.0 KB

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 1
3rd row 0
4th row 0
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 4561
  • The top 2 categories (1, 0) take over 50.0%
  • website has words of constant length

yt

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 294.0 KB
  • The largest value (0) is over 5.64 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 4561
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 5.64 times larger than the second largest value (1)
  • yt has words of constant length

fb

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 294.0 KB
  • The largest value (1) is over 3.52 times larger than the second largest value (0)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 1
3rd row 1
4th row 0
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 4561
  • The top 2 categories (1, 0) take over 50.0%
  • The largest value (1) is over 3.52 times larger than the second largest value (0)
  • fb has words of constant length

ig

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 294.0 KB
  • The largest value (0) is over 2.22 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 1
3rd row 1
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 4561
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 2.22 times larger than the second largest value (1)
  • ig has words of constant length

fb_like

numerical

Approximate Distinct Count 1747
Approximate Unique (%) 38.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 10482.9215
Minimum 0
Maximum 2.9758e+06
Zeros 1349
Zeros (%) 29.6%
Negatives 0
Negatives (%) 0.0%
  • fb_like is skewed right (γ1 = 30.3856)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 804
Q3 5042
95-th Percentile 34476
Maximum 2.9758e+06
Range 2.9758e+06
IQR 5042

Descriptive Statistics

Mean 10482.9215
Standard Deviation 75642.4853
Variance 5.7218e+09
Sum 4.7813e+07
Skewness 30.3856
Kurtosis 1103.9369
Coefficient of Variation 7.2158
  • fb_like is not normally distributed (p-value 4.327004587651484e-25)
  • fb_like has 677 outliers

comment_num

numerical

Approximate Distinct Count 267
Approximate Unique (%) 5.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 22.3659
Minimum 0
Maximum 1776
Zeros 1835
Zeros (%) 40.2%
Negatives 0
Negatives (%) 0.0%
  • comment_num is skewed right (γ1 = 9.7184)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 2
Q3 13
95-th Percentile 105
Maximum 1776
Range 1776
IQR 13

Descriptive Statistics

Mean 22.3659
Standard Deviation 78.7637
Variance 6203.7264
Sum 102011
Skewness 9.7184
Kurtosis 138.8199
Coefficient of Variation 3.5216
  • comment_num is not normally distributed (p-value 5.779783668377188e-25)
  • comment_num has 652 outliers

QA_num

numerical

Approximate Distinct Count 41
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 5.4657
Minimum 0
Maximum 58
Zeros 1451
Zeros (%) 31.8%
Negatives 0
Negatives (%) 0.0%
  • QA_num is skewed right (γ1 = 1.5406)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 5
Q3 9
95-th Percentile 16
Maximum 58
Range 58
IQR 9

Descriptive Statistics

Mean 5.4657
Standard Deviation 5.7729
Variance 33.3269
Sum 24929
Skewness 1.5406
Kurtosis 4.6477
Coefficient of Variation 1.0562
  • QA_num is not normally distributed (p-value 2.840569132381829e-20)
  • QA_num has 58 outliers

set_num

numerical

Approximate Distinct Count 45
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 8.0886
Minimum 1
Maximum 69
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • set_num is skewed right (γ1 = 2.8138)

Quantile Statistics

Minimum 1
5-th Percentile 3
Q1 5
Median 7
Q3 10
95-th Percentile 16
Maximum 69
Range 68
IQR 5

Descriptive Statistics

Mean 8.0886
Standard Deviation 4.9483
Variance 24.486
Sum 36892
Skewness 2.8138
Kurtosis 15.9908
Coefficient of Variation 0.6118
  • set_num is not normally distributed (p-value 1.1108242449448939e-11)
  • set_num has 192 outliers

set_price

numerical

Approximate Distinct Count 1599
Approximate Unique (%) 35.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 3511.817
Minimum 35
Maximum 775000
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • set_price is skewed right (γ1 = 45.6911)

Quantile Statistics

Minimum 35
5-th Percentile 500
Q1 1050
Median 1824.5
Q3 3299
95-th Percentile 10300
Maximum 775000
Range 774965
IQR 2249

Descriptive Statistics

Mean 3511.817
Standard Deviation 13128.1088
Variance 1.7235e+08
Sum 1.6017e+07
Skewness 45.6911
Kurtosis 2622.2932
Coefficient of Variation 3.7383
  • set_price is not normally distributed (p-value 4.308136676332074e-25)
  • set_price has 423 outliers

time_expected

numerical

Approximate Distinct Count 1745
Approximate Unique (%) 38.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 71.3 KB
Mean 75.015
Minimum -656
Maximum 589.5
Zeros 2
Zeros (%) 0.0%
Negatives 76
Negatives (%) 1.7%
  • time_expected is skewed right (γ1 = 0.2504)

Quantile Statistics

Minimum -656
5-th Percentile 14.0833
Q1 42.5417
Median 68.0833
Q3 99
95-th Percentile 166.4583
Maximum 589.5
Range 1245.5
IQR 56.4583

Descriptive Statistics

Mean 75.015
Standard Deviation 57.1573
Variance 3266.9609
Sum 342143.3701
Skewness 0.2504
Kurtosis 17.6213
Coefficient of Variation 0.7619
  • time_expected is not normally distributed (p-value 8.214234771546429e-13)
  • time_expected has 168 outliers

Interactions

Correlations

Missing Values